Overview
Brought to you by YData
Dataset statistics
| Number of variables | 23 |
|---|---|
| Number of observations | 3961 |
| Missing cells | 7357 |
| Missing cells (%) | 8.1% |
| Duplicate rows | 129 |
| Duplicate rows (%) | 3.3% |
| Total size in memory | 2.4 MiB |
| Average record size in memory | 622.7 B |
Variable types
| Categorical | 10 |
|---|---|
| Text | 3 |
| Numeric | 10 |
| Dataset has 129 (3.3%) duplicate rows | Duplicates |
area is highly overall correlated with bathroom and 4 other fields | High correlation |
bathroom is highly overall correlated with area and 4 other fields | High correlation |
bedRoom is highly overall correlated with area and 5 other fields | High correlation |
built_up_area is highly overall correlated with carpet_area and 2 other fields | High correlation |
carpet_area is highly overall correlated with area and 5 other fields | High correlation |
facing is highly overall correlated with built_up_area | High correlation |
price is highly overall correlated with area and 6 other fields | High correlation |
price_per_sqft is highly overall correlated with price | High correlation |
property_type is highly overall correlated with bedRoom and 2 other fields | High correlation |
servant room is highly overall correlated with super_built_up_area | High correlation |
super_built_up_area is highly overall correlated with area and 7 other fields | High correlation |
store room is highly imbalanced (56.0%) | Imbalance |
facing has 1177 (29.7%) missing values | Missing |
super_built_up_area has 2027 (51.2%) missing values | Missing |
built_up_area has 2113 (53.3%) missing values | Missing |
carpet_area has 1958 (49.4%) missing values | Missing |
area is highly skewed (γ1 = 59.61688041) | Skewed |
built_up_area is highly skewed (γ1 = 42.53644152) | Skewed |
carpet_area is highly skewed (γ1 = 25.1682128) | Skewed |
floorNum has 139 (3.5%) zeros | Zeros |
luxury_score has 559 (14.1%) zeros | Zeros |
Reproduction
| Analysis started | 2025-01-20 17:08:17.387695 |
|---|---|
| Analysis finished | 2025-01-20 17:08:37.980970 |
| Duration | 20.59 seconds |
| Software version | ydata-profiling vv4.12.2 |
| Download configuration | config.json |
Variables
property_type
Categorical
High correlation 
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 237.0 KiB |
| flat | |
|---|---|
| house |
Length
| Max length | 5 |
|---|---|
| Median length | 4 |
| Mean length | 4.2433729 |
| Min length | 4 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | flat |
|---|---|
| 2nd row | flat |
| 3rd row | flat |
| 4th row | house |
| 5th row | flat |
Common Values
| Value | Count | Frequency (%) |
| flat | 2997 | |
| house | 964 | 24.3% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| flat | 2997 | |
| house | 964 | 24.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| f | 2997 | |
| l | 2997 | |
| a | 2997 | |
| t | 2997 | |
| h | 964 | 5.7% |
| o | 964 | 5.7% |
| u | 964 | 5.7% |
| s | 964 | 5.7% |
| e | 964 | 5.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 16808 |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| f | 2997 | |
| l | 2997 | |
| a | 2997 | |
| t | 2997 | |
| h | 964 | 5.7% |
| o | 964 | 5.7% |
| u | 964 | 5.7% |
| s | 964 | 5.7% |
| e | 964 | 5.7% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 16808 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| f | 2997 | |
| l | 2997 | |
| a | 2997 | |
| t | 2997 | |
| h | 964 | 5.7% |
| o | 964 | 5.7% |
| u | 964 | 5.7% |
| s | 964 | 5.7% |
| e | 964 | 5.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 16808 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| f | 2997 | |
| l | 2997 | |
| a | 2997 | |
| t | 2997 | |
| h | 964 | 5.7% |
| o | 964 | 5.7% |
| u | 964 | 5.7% |
| s | 964 | 5.7% |
| e | 964 | 5.7% |
society
Text
| Distinct | 725 |
|---|---|
| Distinct (%) | 18.3% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Memory size | 285.6 KiB |
Length
| Max length | 49 |
|---|---|
| Median length | 41 |
| Mean length | 16.812121 |
| Min length | 1 |
Unique
| Unique | 325 ? |
|---|---|
| Unique (%) | 8.2% |
Sample
| 1st row | sare homes |
|---|---|
| 2nd row | ireo skyon |
| 3rd row | shapoorji pallonji joyville gurugram |
| 4th row | rattan garden |
| 5th row | signature global park 4 |
| Value | Count | Frequency (%) |
| independent | 574 | 5.6% |
| the | 363 | 3.5% |
| dlf | 229 | 2.2% |
| park | 221 | 2.1% |
| city | 176 | 1.7% |
| global | 167 | 1.6% |
| signature | 161 | 1.6% |
| emaar | 159 | 1.5% |
| m3m | 156 | 1.5% |
| heights | 139 | 1.3% |
| Other values (817) | 7966 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 7307 | 11.0% |
| 6353 | 9.5% | |
| a | 6253 | 9.4% |
| n | 4605 | 6.9% |
| r | 4460 | 6.7% |
| i | 4107 | 6.2% |
| t | 4017 | 6.0% |
| s | 3706 | 5.6% |
| l | 3129 | 4.7% |
| o | 2929 | 4.4% |
| Other values (31) | 19710 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 59624 | |
| Space Separator | 6353 | 9.5% |
| Decimal Number | 573 | 0.9% |
| Other Punctuation | 15 | < 0.1% |
| Dash Punctuation | 11 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 7307 | |
| a | 6253 | 10.5% |
| n | 4605 | 7.7% |
| r | 4460 | 7.5% |
| i | 4107 | 6.9% |
| t | 4017 | 6.7% |
| s | 3706 | 6.2% |
| l | 3129 | 5.2% |
| o | 2929 | 4.9% |
| d | 2748 | 4.6% |
| Other values (16) | 16363 |
Decimal Number
| Value | Count | Frequency (%) |
| 3 | 220 | |
| 2 | 85 | 14.8% |
| 1 | 84 | 14.7% |
| 6 | 63 | 11.0% |
| 8 | 35 | 6.1% |
| 4 | 19 | 3.3% |
| 5 | 19 | 3.3% |
| 7 | 17 | 3.0% |
| 9 | 16 | 2.8% |
| 0 | 15 | 2.6% |
Other Punctuation
| Value | Count | Frequency (%) |
| , | 12 | |
| / | 2 | 13.3% |
| . | 1 | 6.7% |
Space Separator
| Value | Count | Frequency (%) |
| 6353 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 11 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 59624 | |
| Common | 6952 | 10.4% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 7307 | |
| a | 6253 | 10.5% |
| n | 4605 | 7.7% |
| r | 4460 | 7.5% |
| i | 4107 | 6.9% |
| t | 4017 | 6.7% |
| s | 3706 | 6.2% |
| l | 3129 | 5.2% |
| o | 2929 | 4.9% |
| d | 2748 | 4.6% |
| Other values (16) | 16363 |
Common
| Value | Count | Frequency (%) |
| 6353 | ||
| 3 | 220 | 3.2% |
| 2 | 85 | 1.2% |
| 1 | 84 | 1.2% |
| 6 | 63 | 0.9% |
| 8 | 35 | 0.5% |
| 4 | 19 | 0.3% |
| 5 | 19 | 0.3% |
| 7 | 17 | 0.2% |
| 9 | 16 | 0.2% |
| Other values (5) | 41 | 0.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 66576 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 7307 | 11.0% |
| 6353 | 9.5% | |
| a | 6253 | 9.4% |
| n | 4605 | 6.9% |
| r | 4460 | 6.7% |
| i | 4107 | 6.2% |
| t | 4017 | 6.0% |
| s | 3706 | 5.6% |
| l | 3129 | 4.7% |
| o | 2929 | 4.4% |
| Other values (31) | 19710 |
sector
Text
| Distinct | 234 |
|---|---|
| Distinct (%) | 5.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 257.5 KiB |
Length
| Max length | 57 |
|---|---|
| Median length | 9 |
| Mean length | 9.5367331 |
| Min length | 3 |
Unique
| Unique | 81 ? |
|---|---|
| Unique (%) | 2.0% |
Sample
| 1st row | sector 92 |
|---|---|
| 2nd row | sector 60 |
| 3rd row | sector 102 |
| 4th row | sector 7 |
| 5th row | sector 36 |
| Value | Count | Frequency (%) |
| sector | 3605 | |
| road | 209 | 2.6% |
| sohna | 183 | 2.3% |
| 102 | 112 | 1.4% |
| 85 | 110 | 1.4% |
| 92 | 105 | 1.3% |
| 69 | 94 | 1.2% |
| 90 | 91 | 1.1% |
| 65 | 90 | 1.1% |
| 2 | 89 | 1.1% |
| Other values (265) | 3376 |
Most occurring characters
| Value | Count | Frequency (%) |
| 4105 | ||
| o | 4095 | |
| r | 4030 | |
| s | 3960 | |
| e | 3806 | |
| c | 3722 | |
| t | 3687 | |
| 1 | 1129 | 3.0% |
| a | 1032 | 2.7% |
| 0 | 828 | 2.2% |
| Other values (30) | 7381 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 26034 | |
| Decimal Number | 7608 | 20.1% |
| Space Separator | 4105 | 10.9% |
| Other Punctuation | 17 | < 0.1% |
| Dash Punctuation | 11 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| o | 4095 | |
| r | 4030 | |
| s | 3960 | |
| e | 3806 | |
| c | 3722 | |
| t | 3687 | |
| a | 1032 | 4.0% |
| n | 348 | 1.3% |
| d | 330 | 1.3% |
| h | 301 | 1.2% |
| Other values (15) | 723 | 2.8% |
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 1129 | |
| 0 | 828 | |
| 8 | 806 | |
| 9 | 806 | |
| 6 | 760 | |
| 2 | 726 | |
| 7 | 716 | |
| 3 | 712 | |
| 5 | 622 | |
| 4 | 503 |
Other Punctuation
| Value | Count | Frequency (%) |
| , | 15 | |
| / | 1 | 5.9% |
| ' | 1 | 5.9% |
Space Separator
| Value | Count | Frequency (%) |
| 4105 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 11 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 26034 | |
| Common | 11741 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| o | 4095 | |
| r | 4030 | |
| s | 3960 | |
| e | 3806 | |
| c | 3722 | |
| t | 3687 | |
| a | 1032 | 4.0% |
| n | 348 | 1.3% |
| d | 330 | 1.3% |
| h | 301 | 1.2% |
| Other values (15) | 723 | 2.8% |
Common
| Value | Count | Frequency (%) |
| 4105 | ||
| 1 | 1129 | 9.6% |
| 0 | 828 | 7.1% |
| 8 | 806 | 6.9% |
| 9 | 806 | 6.9% |
| 6 | 760 | 6.5% |
| 2 | 726 | 6.2% |
| 7 | 716 | 6.1% |
| 3 | 712 | 6.1% |
| 5 | 622 | 5.3% |
| Other values (5) | 531 | 4.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 37775 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 4105 | ||
| o | 4095 | |
| r | 4030 | |
| s | 3960 | |
| e | 3806 | |
| c | 3722 | |
| t | 3687 | |
| 1 | 1129 | 3.0% |
| a | 1032 | 2.7% |
| 0 | 828 | 2.2% |
| Other values (30) | 7381 |
price
Real number (ℝ)
High correlation 
| Distinct | 479 |
|---|---|
| Distinct (%) | 12.2% |
| Missing | 20 |
| Missing (%) | 0.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.4754986 |
| Minimum | 0.07 |
|---|---|
| Maximum | 31.5 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 31.1 KiB |
Quantile statistics
| Minimum | 0.07 |
|---|---|
| 5-th percentile | 0.36 |
| Q1 | 0.9 |
| median | 1.5 |
| Q3 | 2.65 |
| 95-th percentile | 8.4 |
| Maximum | 31.5 |
| Range | 31.43 |
| Interquartile range (IQR) | 1.75 |
Descriptive statistics
| Standard deviation | 2.9225703 |
|---|---|
| Coefficient of variation (CV) | 1.1805986 |
| Kurtosis | 15.480087 |
| Mean | 2.4754986 |
| Median Absolute Deviation (MAD) | 0.72 |
| Skewness | 3.3303638 |
| Sum | 9755.94 |
| Variance | 8.5414172 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.25 | 84 | 2.1% |
| 1.5 | 70 | 1.8% |
| 1.1 | 70 | 1.8% |
| 0.9 | 70 | 1.8% |
| 1.2 | 66 | 1.7% |
| 1.3 | 64 | 1.6% |
| 1.4 | 64 | 1.6% |
| 0.95 | 62 | 1.6% |
| 2 | 60 | 1.5% |
| 1 | 54 | 1.4% |
| Other values (469) | 3277 |
| Value | Count | Frequency (%) |
| 0.07 | 1 | < 0.1% |
| 0.13 | 1 | < 0.1% |
| 0.15 | 1 | < 0.1% |
| 0.16 | 1 | < 0.1% |
| 0.17 | 1 | < 0.1% |
| 0.18 | 1 | < 0.1% |
| 0.19 | 1 | < 0.1% |
| 0.2 | 9 | |
| 0.21 | 6 | |
| 0.22 | 10 |
| Value | Count | Frequency (%) |
| 31.5 | 1 | < 0.1% |
| 27.5 | 1 | < 0.1% |
| 26 | 2 | |
| 25 | 1 | < 0.1% |
| 24 | 1 | < 0.1% |
| 23 | 1 | < 0.1% |
| 22 | 1 | < 0.1% |
| 20 | 3 | |
| 19.5 | 2 | |
| 19 | 3 |
price_per_sqft
Real number (ℝ)
High correlation 
| Distinct | 2731 |
|---|---|
| Distinct (%) | 69.3% |
| Missing | 20 |
| Missing (%) | 0.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 13915.093 |
| Minimum | 2 |
|---|---|
| Maximum | 600000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 31.1 KiB |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 4681 |
| Q1 | 6790 |
| median | 9000 |
| Q3 | 13750 |
| 95-th percentile | 33333 |
| Maximum | 600000 |
| Range | 599998 |
| Interquartile range (IQR) | 6960 |
Descriptive statistics
| Standard deviation | 23181.16 |
|---|---|
| Coefficient of variation (CV) | 1.6659005 |
| Kurtosis | 176.40897 |
| Mean | 13915.093 |
| Median Absolute Deviation (MAD) | 2781 |
| Skewness | 11.011874 |
| Sum | 54839381 |
| Variance | 5.373662 × 108 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 10000 | 29 | 0.7% |
| 8000 | 21 | 0.5% |
| 5000 | 18 | 0.5% |
| 12500 | 18 | 0.5% |
| 11111 | 17 | 0.4% |
| 8333 | 15 | 0.4% |
| 6666 | 15 | 0.4% |
| 7500 | 14 | 0.4% |
| 22222 | 14 | 0.4% |
| 6000 | 12 | 0.3% |
| Other values (2721) | 3768 | |
| (Missing) | 20 | 0.5% |
| Value | Count | Frequency (%) |
| 2 | 1 | |
| 4 | 1 | |
| 5 | 1 | |
| 7 | 1 | |
| 9 | 1 | |
| 53 | 1 | |
| 57 | 1 | |
| 58 | 2 | |
| 60 | 1 | |
| 61 | 1 |
| Value | Count | Frequency (%) |
| 600000 | 1 | |
| 400000 | 1 | |
| 315789 | 1 | |
| 308333 | 1 | |
| 290948 | 1 | |
| 283333 | 1 | |
| 266666 | 1 | |
| 261194 | 1 | |
| 245398 | 1 | |
| 241666 | 1 |
area
Real number (ℝ)
High correlation  Skewed 
| Distinct | 1351 |
|---|---|
| Distinct (%) | 34.3% |
| Missing | 20 |
| Missing (%) | 0.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4647.0256 |
| Minimum | 45 |
|---|---|
| Maximum | 7250000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 31.1 KiB |
Quantile statistics
| Minimum | 45 |
|---|---|
| 5-th percentile | 500 |
| Q1 | 1187 |
| median | 1700 |
| Q3 | 2290 |
| 95-th percentile | 4200 |
| Maximum | 7250000 |
| Range | 7249955 |
| Interquartile range (IQR) | 1103 |
Descriptive statistics
| Standard deviation | 117585.65 |
|---|---|
| Coefficient of variation (CV) | 25.303421 |
| Kurtosis | 3662.5658 |
| Mean | 4647.0256 |
| Median Absolute Deviation (MAD) | 550 |
| Skewness | 59.61688 |
| Sum | 18313928 |
| Variance | 1.3826384 × 1010 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1650 | 55 | 1.4% |
| 1350 | 53 | 1.3% |
| 900 | 53 | 1.3% |
| 1800 | 50 | 1.3% |
| 3240 | 45 | 1.1% |
| 1950 | 44 | 1.1% |
| 2700 | 40 | 1.0% |
| 2000 | 37 | 0.9% |
| 2400 | 25 | 0.6% |
| 2250 | 25 | 0.6% |
| Other values (1341) | 3514 |
| Value | Count | Frequency (%) |
| 45 | 1 | < 0.1% |
| 50 | 5 | |
| 54 | 1 | < 0.1% |
| 55 | 1 | < 0.1% |
| 56 | 1 | < 0.1% |
| 57 | 1 | < 0.1% |
| 60 | 2 | 0.1% |
| 61 | 1 | < 0.1% |
| 67 | 2 | 0.1% |
| 70 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 7250000 | 1 | |
| 875000 | 1 | |
| 642857 | 1 | |
| 620000 | 1 | |
| 566667 | 1 | |
| 215517 | 1 | |
| 98978 | 1 | |
| 82781 | 1 | |
| 65517 | 2 | |
| 65261 | 1 |
areaWithType
Text
| Distinct | 2443 |
|---|---|
| Distinct (%) | 61.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 427.1 KiB |
Length
| Max length | 124 |
|---|---|
| Median length | 119 |
| Mean length | 53.375915 |
| Min length | 12 |
Unique
| Unique | 1855 ? |
|---|---|
| Unique (%) | 46.8% |
Sample
| 1st row | Carpet area: 1200 (111.48 sq.m.) |
|---|---|
| 2nd row | Super Built up area 2809(260.96 sq.m.)Carpet area: 2400 sq.ft. (222.97 sq.m.) |
| 3rd row | Super Built up area 915(85.01 sq.m.) |
| 4th row | Built Up area: 963 (89.47 sq.m.) |
| 5th row | Carpet area: 1120 (104.05 sq.m.) |
| Value | Count | Frequency (%) |
| area | 5937 | |
| sq.m | 3937 | |
| up | 3167 | 9.9% |
| built | 2438 | 7.6% |
| super | 1934 | 6.0% |
| sq.ft | 1811 | 5.7% |
| sq.m.)carpet | 1239 | 3.9% |
| plot | 767 | 2.4% |
| carpet | 760 | 2.4% |
| sq.m.)built | 727 | 2.3% |
| Other values (2926) | 9298 |
Most occurring characters
| Value | Count | Frequency (%) |
| 28054 | 13.3% | |
| . | 21619 | 10.2% |
| a | 14032 | 6.6% |
| r | 10029 | 4.7% |
| e | 9874 | 4.7% |
| 1 | 9714 | 4.6% |
| s | 8026 | 3.8% |
| q | 7871 | 3.7% |
| t | 7748 | 3.7% |
| p | 7104 | 3.4% |
| Other values (25) | 87351 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 87613 | |
| Decimal Number | 50006 | |
| Space Separator | 28054 | 13.3% |
| Other Punctuation | 24855 | 11.8% |
| Uppercase Letter | 9104 | 4.3% |
| Close Punctuation | 5895 | 2.8% |
| Open Punctuation | 5895 | 2.8% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 14032 | |
| r | 10029 | |
| e | 9874 | |
| s | 8026 | |
| q | 7871 | |
| t | 7748 | |
| p | 7104 | |
| u | 7035 | |
| m | 5905 | |
| l | 3934 | 4.5% |
| Other values (5) | 6055 |
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 9714 | |
| 0 | 7087 | |
| 2 | 6025 | |
| 5 | 5018 | |
| 3 | 4186 | |
| 4 | 3940 | |
| 6 | 3890 | |
| 7 | 3445 | 6.9% |
| 8 | 3368 | 6.7% |
| 9 | 3333 | 6.7% |
Uppercase Letter
| Value | Count | Frequency (%) |
| B | 3167 | |
| C | 2003 | |
| S | 1934 | |
| U | 1233 | 13.5% |
| P | 767 | 8.4% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 21619 | |
| : | 3236 | 13.0% |
Space Separator
| Value | Count | Frequency (%) |
| 28054 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 5895 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 5895 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 114705 | |
| Latin | 96717 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 14032 | |
| r | 10029 | |
| e | 9874 | |
| s | 8026 | |
| q | 7871 | |
| t | 7748 | |
| p | 7104 | |
| u | 7035 | |
| m | 5905 | 6.1% |
| l | 3934 | 4.1% |
| Other values (10) | 15159 |
Common
| Value | Count | Frequency (%) |
| 28054 | ||
| . | 21619 | |
| 1 | 9714 | 8.5% |
| 0 | 7087 | 6.2% |
| 2 | 6025 | 5.3% |
| ) | 5895 | 5.1% |
| ( | 5895 | 5.1% |
| 5 | 5018 | 4.4% |
| 3 | 4186 | 3.6% |
| 4 | 3940 | 3.4% |
| Other values (5) | 17272 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 211422 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 28054 | 13.3% | |
| . | 21619 | 10.2% |
| a | 14032 | 6.6% |
| r | 10029 | 4.7% |
| e | 9874 | 4.7% |
| 1 | 9714 | 4.6% |
| s | 8026 | 3.8% |
| q | 7871 | 3.7% |
| t | 7748 | 3.7% |
| p | 7104 | 3.4% |
| Other values (25) | 87351 |
bedRoom
Real number (ℝ)
High correlation 
| Distinct | 21 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.3630396 |
| Minimum | 1 |
|---|---|
| Maximum | 36 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 31.1 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 2 |
| median | 3 |
| Q3 | 4 |
| 95-th percentile | 6 |
| Maximum | 36 |
| Range | 35 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 2.0090671 |
|---|---|
| Coefficient of variation (CV) | 0.59739621 |
| Kurtosis | 44.14148 |
| Mean | 3.3630396 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 4.754086 |
| Sum | 13321 |
| Variance | 4.0363508 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3 | 1583 | |
| 2 | 1032 | |
| 4 | 710 | |
| 5 | 225 | 5.7% |
| 1 | 142 | 3.6% |
| 6 | 84 | 2.1% |
| 9 | 45 | 1.1% |
| 8 | 33 | 0.8% |
| 7 | 31 | 0.8% |
| 12 | 28 | 0.7% |
| Other values (11) | 48 | 1.2% |
| Value | Count | Frequency (%) |
| 1 | 142 | 3.6% |
| 2 | 1032 | |
| 3 | 1583 | |
| 4 | 710 | |
| 5 | 225 | 5.7% |
| 6 | 84 | 2.1% |
| 7 | 31 | 0.8% |
| 8 | 33 | 0.8% |
| 9 | 45 | 1.1% |
| 10 | 21 | 0.5% |
| Value | Count | Frequency (%) |
| 36 | 1 | < 0.1% |
| 34 | 1 | < 0.1% |
| 21 | 1 | < 0.1% |
| 20 | 1 | < 0.1% |
| 19 | 2 | 0.1% |
| 18 | 2 | 0.1% |
| 16 | 12 | |
| 14 | 1 | < 0.1% |
| 13 | 4 | 0.1% |
| 12 | 28 |
bathroom
Real number (ℝ)
High correlation 
| Distinct | 21 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.4069679 |
| Minimum | 1 |
|---|---|
| Maximum | 36 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 31.1 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 2 |
| median | 3 |
| Q3 | 4 |
| 95-th percentile | 6 |
| Maximum | 36 |
| Range | 35 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 2.0492649 |
|---|---|
| Coefficient of variation (CV) | 0.60149229 |
| Kurtosis | 41.523826 |
| Mean | 3.4069679 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 4.4927313 |
| Sum | 13495 |
| Variance | 4.1994868 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2 | 1158 | |
| 3 | 1154 | |
| 4 | 864 | |
| 5 | 306 | 7.7% |
| 1 | 177 | 4.5% |
| 6 | 124 | 3.1% |
| 7 | 44 | 1.1% |
| 9 | 42 | 1.1% |
| 8 | 28 | 0.7% |
| 12 | 22 | 0.6% |
| Other values (11) | 42 | 1.1% |
| Value | Count | Frequency (%) |
| 1 | 177 | 4.5% |
| 2 | 1158 | |
| 3 | 1154 | |
| 4 | 864 | |
| 5 | 306 | 7.7% |
| 6 | 124 | 3.1% |
| 7 | 44 | 1.1% |
| 8 | 28 | 0.7% |
| 9 | 42 | 1.1% |
| 10 | 11 | 0.3% |
| Value | Count | Frequency (%) |
| 36 | 1 | < 0.1% |
| 34 | 1 | < 0.1% |
| 21 | 1 | < 0.1% |
| 20 | 3 | 0.1% |
| 18 | 4 | 0.1% |
| 17 | 3 | 0.1% |
| 16 | 8 | 0.2% |
| 14 | 2 | 0.1% |
| 13 | 4 | 0.1% |
| 12 | 22 |
Length
| Max length | 2 |
|---|---|
| Median length | 1 |
| Mean length | 1.3097703 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 3 |
|---|---|
| 2nd row | 3 |
| 3rd row | 2 |
| 4th row | 2 |
| 5th row | 3 |
Common Values
| Value | Count | Frequency (%) |
| 3+ | 1227 | |
| 3 | 1133 | |
| 2 | 969 | |
| 1 | 420 | 10.6% |
| 0 | 212 | 5.4% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 3 | 2360 | |
| 2 | 969 | |
| 1 | 420 | 10.6% |
| 0 | 212 | 5.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| 3 | 2360 | |
| + | 1227 | |
| 2 | 969 | |
| 1 | 420 | 8.1% |
| 0 | 212 | 4.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 3961 | |
| Math Symbol | 1227 | 23.7% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 3 | 2360 | |
| 2 | 969 | |
| 1 | 420 | 10.6% |
| 0 | 212 | 5.4% |
Math Symbol
| Value | Count | Frequency (%) |
| + | 1227 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 5188 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 3 | 2360 | |
| + | 1227 | |
| 2 | 969 | |
| 1 | 420 | 8.1% |
| 0 | 212 | 4.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 5188 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 3 | 2360 | |
| + | 1227 | |
| 2 | 969 | |
| 1 | 420 | 8.1% |
| 0 | 212 | 4.1% |
floorNum
Real number (ℝ)
Zeros 
| Distinct | 44 |
|---|---|
| Distinct (%) | 1.1% |
| Missing | 21 |
| Missing (%) | 0.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.6677665 |
| Minimum | 0 |
|---|---|
| Maximum | 51 |
| Zeros | 139 |
| Zeros (%) | 3.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 31.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 4 |
| Q3 | 10 |
| 95-th percentile | 18 |
| Maximum | 51 |
| Range | 51 |
| Interquartile range (IQR) | 8 |
Descriptive statistics
| Standard deviation | 6.0056694 |
|---|---|
| Coefficient of variation (CV) | 0.90070181 |
| Kurtosis | 4.8099619 |
| Mean | 6.6677665 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 1.7524954 |
| Sum | 26271 |
| Variance | 36.068065 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3 | 552 | |
| 2 | 547 | |
| 1 | 404 | |
| 4 | 339 | 8.6% |
| 8 | 200 | 5.0% |
| 7 | 188 | 4.7% |
| 6 | 188 | 4.7% |
| 10 | 187 | 4.7% |
| 5 | 181 | 4.6% |
| 9 | 171 | 4.3% |
| Other values (34) | 983 |
| Value | Count | Frequency (%) |
| 0 | 139 | 3.5% |
| 1 | 404 | |
| 2 | 547 | |
| 3 | 552 | |
| 4 | 339 | |
| 5 | 181 | 4.6% |
| 6 | 188 | 4.7% |
| 7 | 188 | 4.7% |
| 8 | 200 | 5.0% |
| 9 | 171 | 4.3% |
| Value | Count | Frequency (%) |
| 51 | 1 | |
| 45 | 1 | |
| 44 | 1 | |
| 43 | 2 | |
| 41 | 1 | |
| 40 | 2 | |
| 39 | 2 | |
| 38 | 1 | |
| 35 | 2 | |
| 34 | 2 |
facing
Categorical
High correlation  Missing 
| Distinct | 8 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 1177 |
| Missing (%) | 29.7% |
| Memory size | 210.5 KiB |
| East | |
|---|---|
| North-East | |
| North | |
| West | |
| South | |
| Other values (3) |
Length
| Max length | 10 |
|---|---|
| Median length | 5 |
| Mean length | 6.8423132 |
| Min length | 4 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | North-East |
|---|---|
| 2nd row | East |
| 3rd row | East |
| 4th row | South |
| 5th row | East |
Common Values
| Value | Count | Frequency (%) |
| East | 668 | |
| North-East | 663 | |
| North | 410 | 10.4% |
| West | 258 | 6.5% |
| South | 237 | 6.0% |
| North-West | 206 | 5.2% |
| South-East | 183 | 4.6% |
| South-West | 159 | 4.0% |
| (Missing) | 1177 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| east | 668 | |
| north-east | 663 | |
| north | 410 | |
| west | 258 | 9.3% |
| south | 237 | 8.5% |
| north-west | 206 | 7.4% |
| south-east | 183 | 6.6% |
| south-west | 159 | 5.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| t | 3995 | |
| s | 2137 | |
| o | 1858 | |
| h | 1858 | |
| E | 1514 | 7.9% |
| a | 1514 | 7.9% |
| N | 1279 | 6.7% |
| r | 1279 | 6.7% |
| - | 1211 | 6.4% |
| W | 623 | 3.3% |
| Other values (3) | 1781 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 13843 | |
| Uppercase Letter | 3995 | 21.0% |
| Dash Punctuation | 1211 | 6.4% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| t | 3995 | |
| s | 2137 | |
| o | 1858 | |
| h | 1858 | |
| a | 1514 | 10.9% |
| r | 1279 | 9.2% |
| e | 623 | 4.5% |
| u | 579 | 4.2% |
Uppercase Letter
| Value | Count | Frequency (%) |
| E | 1514 | |
| N | 1279 | |
| W | 623 | |
| S | 579 | 14.5% |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 1211 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 17838 | |
| Common | 1211 | 6.4% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| t | 3995 | |
| s | 2137 | |
| o | 1858 | |
| h | 1858 | |
| E | 1514 | 8.5% |
| a | 1514 | 8.5% |
| N | 1279 | 7.2% |
| r | 1279 | 7.2% |
| W | 623 | 3.5% |
| e | 623 | 3.5% |
| Other values (2) | 1158 | 6.5% |
Common
| Value | Count | Frequency (%) |
| - | 1211 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 19049 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| t | 3995 | |
| s | 2137 | |
| o | 1858 | |
| h | 1858 | |
| E | 1514 | 7.9% |
| a | 1514 | 7.9% |
| N | 1279 | 6.7% |
| r | 1279 | 6.7% |
| - | 1211 | 6.4% |
| W | 623 | 3.3% |
| Other values (3) | 1781 |
agePossession
Categorical
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 270.8 KiB |
| Relatively New | |
|---|---|
| New Property | |
| Moderately Old | |
| Undefined | |
| Old Property |
Length
| Max length | 18 |
|---|---|
| Median length | 14 |
| Mean length | 12.984095 |
| Min length | 9 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Moderately Old |
|---|---|
| 2nd row | Relatively New |
| 3rd row | Relatively New |
| 4th row | Old Property |
| 5th row | Undefined |
Common Values
| Value | Count | Frequency (%) |
| Relatively New | 1705 | |
| New Property | 647 | 16.3% |
| Moderately Old | 610 | 15.4% |
| Undefined | 512 | 12.9% |
| Old Property | 353 | 8.9% |
| Under Construction | 134 | 3.4% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| new | 2352 | |
| relatively | 1705 | |
| property | 1000 | |
| old | 963 | |
| moderately | 610 | 8.2% |
| undefined | 512 | 6.9% |
| under | 134 | 1.8% |
| construction | 134 | 1.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 9140 | |
| l | 4983 | 9.7% |
| t | 3583 | 7.0% |
| 3449 | 6.7% | |
| y | 3315 | 6.4% |
| r | 2878 | 5.6% |
| d | 2731 | 5.3% |
| N | 2352 | 4.6% |
| w | 2352 | 4.6% |
| i | 2351 | 4.6% |
| Other values (15) | 14296 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 40571 | |
| Uppercase Letter | 7410 | 14.4% |
| Space Separator | 3449 | 6.7% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 9140 | |
| l | 4983 | |
| t | 3583 | 8.8% |
| y | 3315 | 8.2% |
| r | 2878 | 7.1% |
| d | 2731 | 6.7% |
| w | 2352 | 5.8% |
| i | 2351 | 5.8% |
| a | 2315 | 5.7% |
| o | 1878 | 4.6% |
| Other values (7) | 5045 |
Uppercase Letter
| Value | Count | Frequency (%) |
| N | 2352 | |
| R | 1705 | |
| P | 1000 | |
| O | 963 | |
| U | 646 | 8.7% |
| M | 610 | 8.2% |
| C | 134 | 1.8% |
Space Separator
| Value | Count | Frequency (%) |
| 3449 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 47981 | |
| Common | 3449 | 6.7% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 9140 | |
| l | 4983 | |
| t | 3583 | 7.5% |
| y | 3315 | 6.9% |
| r | 2878 | 6.0% |
| d | 2731 | 5.7% |
| N | 2352 | 4.9% |
| w | 2352 | 4.9% |
| i | 2351 | 4.9% |
| a | 2315 | 4.8% |
| Other values (14) | 11981 |
Common
| Value | Count | Frequency (%) |
| 3449 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 51430 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 9140 | |
| l | 4983 | 9.7% |
| t | 3583 | 7.0% |
| 3449 | 6.7% | |
| y | 3315 | 6.4% |
| r | 2878 | 5.6% |
| d | 2731 | 5.3% |
| N | 2352 | 4.6% |
| w | 2352 | 4.6% |
| i | 2351 | 4.6% |
| Other values (15) | 14296 |
super_built_up_area
Real number (ℝ)
High correlation  Missing 
| Distinct | 599 |
|---|---|
| Distinct (%) | 31.0% |
| Missing | 2027 |
| Missing (%) | 51.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1917.7599 |
| Minimum | 89 |
|---|---|
| Maximum | 10000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 31.1 KiB |
Quantile statistics
| Minimum | 89 |
|---|---|
| 5-th percentile | 748.25 |
| Q1 | 1457 |
| median | 1825 |
| Q3 | 2215 |
| 95-th percentile | 3187.45 |
| Maximum | 10000 |
| Range | 9911 |
| Interquartile range (IQR) | 758 |
Descriptive statistics
| Standard deviation | 768.23467 |
|---|---|
| Coefficient of variation (CV) | 0.40058961 |
| Kurtosis | 9.9468317 |
| Mean | 1917.7599 |
| Median Absolute Deviation (MAD) | 375 |
| Skewness | 1.8053184 |
| Sum | 3708947.5 |
| Variance | 590184.51 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1650 | 38 | 1.0% |
| 1950 | 38 | 1.0% |
| 2000 | 26 | 0.7% |
| 1578 | 25 | 0.6% |
| 2150 | 23 | 0.6% |
| 1640 | 22 | 0.6% |
| 2408 | 20 | 0.5% |
| 1900 | 19 | 0.5% |
| 1350 | 19 | 0.5% |
| 1930 | 18 | 0.5% |
| Other values (589) | 1686 | |
| (Missing) | 2027 |
| Value | Count | Frequency (%) |
| 89 | 1 | |
| 145 | 1 | |
| 161 | 1 | |
| 215 | 1 | |
| 216 | 1 | |
| 325 | 1 | |
| 340 | 1 | |
| 352 | 1 | |
| 380 | 1 | |
| 406 | 1 |
| Value | Count | Frequency (%) |
| 10000 | 1 | |
| 6926 | 1 | |
| 6000 | 1 | |
| 5800 | 2 | |
| 5514 | 1 | |
| 5350 | 2 | |
| 5200 | 2 | |
| 4890 | 1 | |
| 4857 | 2 | |
| 4848 | 2 |
built_up_area
Real number (ℝ)
High correlation  Missing  Skewed 
| Distinct | 656 |
|---|---|
| Distinct (%) | 35.5% |
| Missing | 2113 |
| Missing (%) | 53.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1793.0741 |
| Minimum | 2 |
|---|---|
| Maximum | 737147 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 31.1 KiB |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 115.7 |
| Q1 | 360 |
| median | 1200 |
| Q3 | 1861.25 |
| 95-th percentile | 3843.35 |
| Maximum | 737147 |
| Range | 737145 |
| Interquartile range (IQR) | 1501.25 |
Descriptive statistics
| Standard deviation | 17175.835 |
|---|---|
| Coefficient of variation (CV) | 9.5789878 |
| Kurtosis | 1821.9777 |
| Mean | 1793.0741 |
| Median Absolute Deviation (MAD) | 750 |
| Skewness | 42.536442 |
| Sum | 3313601 |
| Variance | 2.9500931 × 108 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 360 | 46 | 1.2% |
| 1900 | 35 | 0.9% |
| 300 | 35 | 0.9% |
| 2000 | 26 | 0.7% |
| 1600 | 26 | 0.7% |
| 900 | 26 | 0.7% |
| 200 | 25 | 0.6% |
| 1300 | 25 | 0.6% |
| 1700 | 24 | 0.6% |
| 500 | 23 | 0.6% |
| Other values (646) | 1557 | |
| (Missing) | 2113 |
| Value | Count | Frequency (%) |
| 2 | 1 | < 0.1% |
| 14 | 1 | < 0.1% |
| 30 | 1 | < 0.1% |
| 33 | 1 | < 0.1% |
| 40 | 4 | |
| 45 | 1 | < 0.1% |
| 50 | 9 | |
| 51 | 1 | < 0.1% |
| 52.5 | 1 | < 0.1% |
| 53 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 737147 | 1 | < 0.1% |
| 26000 | 1 | < 0.1% |
| 12000 | 1 | < 0.1% |
| 9500 | 1 | < 0.1% |
| 9000 | 4 | |
| 8286 | 1 | < 0.1% |
| 8260 | 1 | < 0.1% |
| 8000 | 1 | < 0.1% |
| 7500 | 2 | |
| 7450 | 1 | < 0.1% |
carpet_area
Real number (ℝ)
High correlation  Missing  Skewed 
| Distinct | 744 |
|---|---|
| Distinct (%) | 37.1% |
| Missing | 1958 |
| Missing (%) | 49.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2445.2755 |
| Minimum | 15 |
|---|---|
| Maximum | 607936 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 31.1 KiB |
Quantile statistics
| Minimum | 15 |
|---|---|
| 5-th percentile | 337.11906 |
| Q1 | 802 |
| median | 1264 |
| Q3 | 1782 |
| 95-th percentile | 2947.2 |
| Maximum | 607936 |
| Range | 607921 |
| Interquartile range (IQR) | 980 |
Descriptive statistics
| Standard deviation | 22044.807 |
|---|---|
| Coefficient of variation (CV) | 9.0152651 |
| Kurtosis | 646.90592 |
| Mean | 2445.2755 |
| Median Absolute Deviation (MAD) | 486 |
| Skewness | 25.168213 |
| Sum | 4897886.9 |
| Variance | 4.8597352 × 108 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1400 | 42 | 1.1% |
| 1800 | 37 | 0.9% |
| 1600 | 36 | 0.9% |
| 1200 | 33 | 0.8% |
| 1500 | 30 | 0.8% |
| 1350 | 29 | 0.7% |
| 1650 | 28 | 0.7% |
| 900 | 25 | 0.6% |
| 1300 | 23 | 0.6% |
| 2000 | 23 | 0.6% |
| Other values (734) | 1697 | |
| (Missing) | 1958 |
| Value | Count | Frequency (%) |
| 15 | 1 | < 0.1% |
| 33 | 1 | < 0.1% |
| 48 | 1 | < 0.1% |
| 50 | 1 | < 0.1% |
| 59 | 1 | < 0.1% |
| 60 | 2 | |
| 66 | 1 | < 0.1% |
| 72 | 1 | < 0.1% |
| 76.44 | 3 | |
| 77.31 | 2 |
| Value | Count | Frequency (%) |
| 607936 | 1 | |
| 569243 | 1 | |
| 514396 | 1 | |
| 64529 | 1 | |
| 64412 | 1 | |
| 58141 | 1 | |
| 54917 | 1 | |
| 48811 | 1 | |
| 45966 | 1 | |
| 34401 | 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 3224 | |
| 1 | 737 | 18.6% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 3224 | |
| 1 | 737 | 18.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 3224 | |
| 1 | 737 | 18.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 3961 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 3224 | |
| 1 | 737 | 18.6% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 3961 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 3224 | |
| 1 | 737 | 18.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3961 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 3224 | |
| 1 | 737 | 18.6% |
servant room
Categorical
High correlation 
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 224.5 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 1 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 2584 | |
| 1 | 1377 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 2584 | |
| 1 | 1377 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 2584 | |
| 1 | 1377 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 3961 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 2584 | |
| 1 | 1377 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 3961 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 2584 | |
| 1 | 1377 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3961 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 2584 | |
| 1 | 1377 |
store room
Categorical
Imbalance 
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 224.5 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 3600 | |
| 1 | 361 | 9.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 3600 | |
| 1 | 361 | 9.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 3600 | |
| 1 | 361 | 9.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 3961 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 3600 | |
| 1 | 361 | 9.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 3961 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 3600 | |
| 1 | 361 | 9.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3961 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 3600 | |
| 1 | 361 | 9.1% |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 3275 | |
| 1 | 686 | 17.3% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 3275 | |
| 1 | 686 | 17.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 3275 | |
| 1 | 686 | 17.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 3961 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 3275 | |
| 1 | 686 | 17.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 3961 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 3275 | |
| 1 | 686 | 17.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3961 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 3275 | |
| 1 | 686 | 17.3% |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 3522 | |
| 1 | 439 | 11.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 3522 | |
| 1 | 439 | 11.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 3522 | |
| 1 | 439 | 11.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 3961 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 3522 | |
| 1 | 439 | 11.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 3961 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 3522 | |
| 1 | 439 | 11.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3961 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 3522 | |
| 1 | 439 | 11.1% |
furnishing_type
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 224.5 KiB |
| 1 | |
|---|---|
| 0 | |
| 2 | 221 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 2638 | |
| 0 | 1102 | |
| 2 | 221 | 5.6% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 2638 | |
| 0 | 1102 | |
| 2 | 221 | 5.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 2638 | |
| 0 | 1102 | |
| 2 | 221 | 5.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 3961 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 2638 | |
| 0 | 1102 | |
| 2 | 221 | 5.6% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 3961 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 2638 | |
| 0 | 1102 | |
| 2 | 221 | 5.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3961 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 2638 | |
| 0 | 1102 | |
| 2 | 221 | 5.6% |
luxury_score
Real number (ℝ)
Zeros 
| Distinct | 161 |
|---|---|
| Distinct (%) | 4.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 69.105781 |
| Minimum | 0 |
|---|---|
| Maximum | 174 |
| Zeros | 559 |
| Zeros (%) | 14.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 31.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 28 |
| median | 56 |
| Q3 | 108 |
| 95-th percentile | 168 |
| Maximum | 174 |
| Range | 174 |
| Interquartile range (IQR) | 80 |
Descriptive statistics
| Standard deviation | 53.041219 |
|---|---|
| Coefficient of variation (CV) | 0.76753663 |
| Kurtosis | -0.83249815 |
| Mean | 69.105781 |
| Median Absolute Deviation (MAD) | 39 |
| Skewness | 0.49839736 |
| Sum | 273728 |
| Variance | 2813.3709 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 559 | 14.1% |
| 49 | 358 | 9.0% |
| 174 | 196 | 4.9% |
| 44 | 64 | 1.6% |
| 38 | 58 | 1.5% |
| 165 | 56 | 1.4% |
| 72 | 56 | 1.4% |
| 7 | 52 | 1.3% |
| 60 | 50 | 1.3% |
| 37 | 49 | 1.2% |
| Other values (151) | 2463 |
| Value | Count | Frequency (%) |
| 0 | 559 | |
| 5 | 6 | 0.2% |
| 6 | 6 | 0.2% |
| 7 | 52 | 1.3% |
| 8 | 34 | 0.9% |
| 9 | 10 | 0.3% |
| 12 | 10 | 0.3% |
| 13 | 11 | 0.3% |
| 14 | 13 | 0.3% |
| 15 | 46 | 1.2% |
| Value | Count | Frequency (%) |
| 174 | 196 | |
| 169 | 1 | < 0.1% |
| 168 | 9 | 0.2% |
| 167 | 21 | 0.5% |
| 166 | 11 | 0.3% |
| 165 | 56 | 1.4% |
| 161 | 3 | 0.1% |
| 160 | 30 | 0.8% |
| 159 | 23 | 0.6% |
| 158 | 34 | 0.9% |
Interactions
Correlations
| agePossession | area | balcony | bathroom | bedRoom | built_up_area | carpet_area | facing | floorNum | furnishing_type | luxury_score | others | pooja room | price | price_per_sqft | property_type | servant room | store room | study room | super_built_up_area | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| agePossession | 1.000 | 0.000 | 0.221 | 0.075 | 0.114 | 0.000 | 0.000 | 0.092 | 0.124 | 0.217 | 0.224 | 0.105 | 0.186 | 0.094 | 0.051 | 0.360 | 0.286 | 0.149 | 0.114 | 0.084 |
| area | 0.000 | 1.000 | 0.000 | 0.683 | 0.612 | 0.416 | 0.806 | 0.037 | 0.127 | 0.042 | 0.274 | 0.000 | 0.000 | 0.748 | 0.196 | 0.019 | 0.000 | 0.000 | 0.000 | 0.950 |
| balcony | 0.221 | 0.000 | 1.000 | 0.162 | 0.113 | 0.000 | 0.022 | 0.000 | 0.084 | 0.185 | 0.224 | 0.077 | 0.190 | 0.137 | 0.037 | 0.216 | 0.438 | 0.137 | 0.187 | 0.305 |
| bathroom | 0.075 | 0.683 | 0.162 | 1.000 | 0.855 | 0.008 | 0.599 | 0.035 | 0.006 | 0.160 | 0.186 | 0.066 | 0.265 | 0.718 | 0.403 | 0.424 | 0.306 | 0.174 | 0.161 | 0.821 |
| bedRoom | 0.114 | 0.612 | 0.113 | 0.855 | 1.000 | -0.124 | 0.567 | 0.034 | -0.097 | 0.133 | 0.054 | 0.064 | 0.266 | 0.671 | 0.406 | 0.605 | 0.133 | 0.201 | 0.166 | 0.801 |
| built_up_area | 0.000 | 0.416 | 0.000 | 0.008 | -0.124 | 1.000 | 0.968 | 1.000 | 0.344 | 0.086 | 0.269 | 0.000 | 0.000 | 0.039 | -0.383 | 0.000 | 0.000 | 0.000 | 0.000 | 0.927 |
| carpet_area | 0.000 | 0.806 | 0.022 | 0.599 | 0.567 | 0.968 | 1.000 | 0.000 | 0.157 | 0.000 | 0.242 | 0.016 | 0.000 | 0.620 | 0.137 | 0.000 | 0.000 | 0.000 | 0.009 | 0.896 |
| facing | 0.092 | 0.037 | 0.000 | 0.035 | 0.034 | 1.000 | 0.000 | 1.000 | 0.000 | 0.048 | 0.062 | 0.000 | 0.016 | 0.023 | 0.000 | 0.088 | 0.036 | 0.039 | 0.000 | 0.000 |
| floorNum | 0.124 | 0.127 | 0.084 | 0.006 | -0.097 | 0.344 | 0.157 | 0.000 | 1.000 | 0.023 | 0.243 | 0.029 | 0.097 | 0.018 | -0.111 | 0.485 | 0.089 | 0.107 | 0.071 | 0.154 |
| furnishing_type | 0.217 | 0.042 | 0.185 | 0.160 | 0.133 | 0.086 | 0.000 | 0.048 | 0.023 | 1.000 | 0.254 | 0.052 | 0.223 | 0.178 | 0.000 | 0.066 | 0.282 | 0.164 | 0.152 | 0.136 |
| luxury_score | 0.224 | 0.274 | 0.224 | 0.186 | 0.054 | 0.269 | 0.242 | 0.062 | 0.243 | 0.254 | 1.000 | 0.168 | 0.194 | 0.231 | 0.062 | 0.343 | 0.359 | 0.227 | 0.193 | 0.230 |
| others | 0.105 | 0.000 | 0.077 | 0.066 | 0.064 | 0.000 | 0.016 | 0.000 | 0.029 | 0.052 | 0.168 | 1.000 | 0.038 | 0.033 | 0.029 | 0.029 | 0.000 | 0.104 | 0.040 | 0.086 |
| pooja room | 0.186 | 0.000 | 0.190 | 0.265 | 0.266 | 0.000 | 0.000 | 0.016 | 0.097 | 0.223 | 0.194 | 0.038 | 1.000 | 0.332 | 0.032 | 0.243 | 0.256 | 0.303 | 0.322 | 0.156 |
| price | 0.094 | 0.748 | 0.137 | 0.718 | 0.671 | 0.039 | 0.620 | 0.023 | 0.018 | 0.178 | 0.231 | 0.033 | 0.332 | 1.000 | 0.733 | 0.507 | 0.372 | 0.297 | 0.242 | 0.776 |
| price_per_sqft | 0.051 | 0.196 | 0.037 | 0.403 | 0.406 | -0.383 | 0.137 | 0.000 | -0.111 | 0.000 | 0.062 | 0.029 | 0.032 | 0.733 | 1.000 | 0.206 | 0.043 | 0.000 | 0.033 | 0.290 |
| property_type | 0.360 | 0.019 | 0.216 | 0.424 | 0.605 | 0.000 | 0.000 | 0.088 | 0.485 | 0.066 | 0.343 | 0.029 | 0.243 | 0.507 | 0.206 | 1.000 | 0.049 | 0.234 | 0.114 | 1.000 |
| servant room | 0.286 | 0.000 | 0.438 | 0.306 | 0.133 | 0.000 | 0.000 | 0.036 | 0.089 | 0.282 | 0.359 | 0.000 | 0.256 | 0.372 | 0.043 | 0.049 | 1.000 | 0.161 | 0.190 | 0.587 |
| store room | 0.149 | 0.000 | 0.137 | 0.174 | 0.201 | 0.000 | 0.000 | 0.039 | 0.107 | 0.164 | 0.227 | 0.104 | 0.303 | 0.297 | 0.000 | 0.234 | 0.161 | 1.000 | 0.217 | 0.039 |
| study room | 0.114 | 0.000 | 0.187 | 0.161 | 0.166 | 0.000 | 0.009 | 0.000 | 0.071 | 0.152 | 0.193 | 0.040 | 0.322 | 0.242 | 0.033 | 0.114 | 0.190 | 0.217 | 1.000 | 0.119 |
| super_built_up_area | 0.084 | 0.950 | 0.305 | 0.821 | 0.801 | 0.927 | 0.896 | 0.000 | 0.154 | 0.136 | 0.230 | 0.086 | 0.156 | 0.776 | 0.290 | 1.000 | 0.587 | 0.039 | 0.119 | 1.000 |
Missing values
Sample
| property_type | society | sector | price | price_per_sqft | area | areaWithType | bedRoom | bathroom | balcony | floorNum | facing | agePossession | super_built_up_area | built_up_area | carpet_area | study room | servant room | store room | pooja room | others | furnishing_type | luxury_score | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | flat | sare homes | sector 92 | 0.60 | 5000.0 | 1200.0 | Carpet area: 1200 (111.48 sq.m.) | 3 | 2 | 3 | 4.0 | NaN | Moderately Old | NaN | NaN | 1200.0 | 0 | 0 | 0 | 0 | 0 | 0 | 49 |
| 1 | flat | ireo skyon | sector 60 | 3.60 | 12815.0 | 2809.0 | Super Built up area 2809(260.96 sq.m.)Carpet area: 2400 sq.ft. (222.97 sq.m.) | 4 | 5 | 3 | 24.0 | North-East | Relatively New | 2809.0 | NaN | 2400.0 | 0 | 1 | 0 | 0 | 0 | 0 | 49 |
| 2 | flat | shapoorji pallonji joyville gurugram | sector 102 | 0.97 | 10601.0 | 915.0 | Super Built up area 915(85.01 sq.m.) | 2 | 2 | 2 | 12.0 | East | Relatively New | 915.0 | NaN | NaN | 0 | 0 | 0 | 0 | 0 | 1 | 100 |
| 3 | house | rattan garden | sector 7 | 1.30 | 13499.0 | 963.0 | Built Up area: 963 (89.47 sq.m.) | 5 | 3 | 2 | 3.0 | NaN | Old Property | NaN | 963.0 | NaN | 0 | 0 | 0 | 0 | 0 | 1 | 0 |
| 4 | flat | signature global park 4 | sector 36 | 0.72 | 6428.0 | 1120.0 | Carpet area: 1120 (104.05 sq.m.) | 3 | 2 | 3 | 2.0 | NaN | Undefined | NaN | NaN | 1120.0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 |
| 5 | flat | umang winter hills | sector 77 | 1.05 | 5762.0 | 1822.0 | Super Built up area 1822(169.27 sq.m.)Built Up area: 1600 sq.ft. (148.64 sq.m.)Carpet area: 1400 sq.ft. (130.06 sq.m.) | 3 | 3 | 3 | 7.0 | East | Relatively New | 1822.0 | 1600.0 | 1400.0 | 0 | 0 | 0 | 0 | 0 | 1 | 49 |
| 6 | flat | vatika gurgaon | sector 83 | 1.12 | 6455.0 | 1735.0 | Super Built up area 1735(161.19 sq.m.)Built Up area: 1500 sq.ft. (139.35 sq.m.)Carpet area: 1400 sq.ft. (130.06 sq.m.) | 3 | 3 | 2 | 17.0 | South | Moderately Old | 1735.0 | 1500.0 | 1400.0 | 0 | 0 | 0 | 0 | 0 | 0 | 111 |
| 7 | flat | m3m antalya hills | sector 79 | 1.15 | 7496.0 | 1534.0 | Super Built up area 1534(142.51 sq.m.)Built Up area: 1200 sq.ft. (111.48 sq.m.)Carpet area: 1103 sq.ft. (102.47 sq.m.) | 3 | 3 | 3+ | 1.0 | NaN | Undefined | 1534.0 | 1200.0 | 1103.0 | 1 | 0 | 0 | 0 | 0 | 1 | 51 |
| 8 | flat | supertech hues | sector 68 | 0.90 | 7627.0 | 1180.0 | Carpet area: 1180 (109.63 sq.m.) | 2 | 2 | 2 | 1.0 | East | New Property | NaN | NaN | 1180.0 | 0 | 0 | 0 | 0 | 0 | 1 | 44 |
| 9 | flat | eldeco accolade | sohna road | 0.95 | 6178.0 | 1538.0 | Super Built up area 1457(135.36 sq.m.)Built Up area: 1050 sq.ft. (97.55 sq.m.)Carpet area: 849 sq.ft. (78.87 sq.m.) | 2 | 2 | 3+ | 8.0 | South | Under Construction | 1457.0 | 1050.0 | 849.0 | 1 | 0 | 0 | 0 | 1 | 1 | 72 |
| property_type | society | sector | price | price_per_sqft | area | areaWithType | bedRoom | bathroom | balcony | floorNum | facing | agePossession | super_built_up_area | built_up_area | carpet_area | study room | servant room | store room | pooja room | others | furnishing_type | luxury_score | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 3951 | flat | emaar gurgaon greens | sector 102 | 1.40 | 8484.0 | 1650.0 | Super Built up area 1650(153.29 sq.m.)Built Up area: 1300 sq.ft. (120.77 sq.m.)Carpet area: 1022.58 sq.ft. (95 sq.m.) | 3 | 3 | 3 | 10.0 | East | Relatively New | 1650.0 | 1300.0 | 1022.580000 | 0 | 1 | 0 | 0 | 0 | 1 | 46 |
| 3952 | flat | tulip violet | sector 69 | 1.80 | 8955.0 | 2010.0 | Super Built up area 2010(186.74 sq.m.) | 4 | 4 | 2 | 9.0 | South-West | Relatively New | 2010.0 | NaN | NaN | 0 | 0 | 0 | 1 | 0 | 0 | 165 |
| 3953 | flat | dlf the skycourt | sector 86 | 1.50 | 7776.0 | 1929.0 | Super Built up area 1929(179.21 sq.m.)Built Up area: 1550 sq.ft. (144 sq.m.)Carpet area: 1330 sq.ft. (123.56 sq.m.) | 3 | 3 | 1 | 15.0 | South-East | Relatively New | 1929.0 | 1550.0 | 1330.000000 | 0 | 0 | 0 | 0 | 0 | 1 | 159 |
| 3954 | flat | emaar mgf emerald floors premier | sector 65 | 2.36 | 14303.0 | 1650.0 | Super Built up area 1650(153.29 sq.m.) | 3 | 3 | 3 | 0.0 | North-East | Relatively New | 1650.0 | NaN | NaN | 1 | 1 | 0 | 0 | 0 | 0 | 159 |
| 3955 | house | independent | sector 105 | 0.37 | 8222.0 | 450.0 | Plot area 450(41.81 sq.m.) | 2 | 2 | 1 | 1.0 | NaN | Moderately Old | NaN | 450.0 | NaN | 0 | 0 | 0 | 0 | 1 | 1 | 0 |
| 3956 | flat | rof ananda | sector 95 | 0.20 | 5599.0 | 357.0 | Carpet area: 366.08 (34.01 sq.m.) | 1 | 1 | 1 | 2.0 | South-West | Relatively New | NaN | NaN | 366.080239 | 0 | 0 | 0 | 1 | 0 | 1 | 53 |
| 3957 | house | independent | shivji park colony | 0.49 | 10378.0 | 472.0 | Plot area 530(49.24 sq.m.) | 2 | 1 | 0 | 1.0 | NaN | Old Property | NaN | 530.0 | NaN | 0 | 0 | 0 | 0 | 0 | 1 | 7 |
| 3958 | flat | experion windchants | sector 112 | 3.65 | 11428.0 | 3194.0 | Built Up area: 2800 (260.13 sq.m.) | 3 | 5 | 2 | 3.0 | South-West | Relatively New | NaN | 2800.0 | NaN | 0 | 1 | 0 | 0 | 0 | 1 | 72 |
| 3959 | house | independent | dhankot | 0.70 | 9722.0 | 720.0 | Plot area 80(66.89 sq.m.) | 4 | 3 | 2 | 3.0 | West | Relatively New | NaN | 80.0 | NaN | 0 | 0 | 1 | 1 | 0 | 1 | 12 |
| 3960 | house | eros rosewood city | sector 49 | 4.05 | 20769.0 | 1950.0 | Plot area 1710(158.86 sq.m.)Built Up area: 2000 sq.ft. (185.81 sq.m.)Carpet area: 1950 sq.ft. (181.16 sq.m.) | 3 | 3 | 3 | 2.0 | East | Moderately Old | NaN | 2000.0 | 1950.000000 | 0 | 1 | 1 | 0 | 0 | 1 | 46 |
Duplicate rows
Most frequently occurring
| property_type | society | sector | price | price_per_sqft | area | areaWithType | bedRoom | bathroom | balcony | floorNum | facing | agePossession | super_built_up_area | built_up_area | carpet_area | study room | servant room | store room | pooja room | others | furnishing_type | luxury_score | # duplicates | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | flat | ambience caitriona | sector 24 | 14.00 | 200000.0 | 700.0 | Built Up area: 700 (65.03 sq.m.) | 4 | 5 | 3 | 3.0 | East | Undefined | NaN | 700.0 | NaN | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 2 |
| 1 | flat | ansal heights 86 | sector 86 | 0.90 | 5325.0 | 1690.0 | Built Up area: 1690 (157.01 sq.m.) | 3 | 3 | 2 | 10.0 | NaN | New Property | NaN | 1690.0 | NaN | 0 | 0 | 0 | 0 | 0 | 1 | 29 | 2 |
| 2 | flat | ansal heights 86 | sector 86 | 1.30 | 4666.0 | 2786.0 | Super Built up area 2786(258.83 sq.m.) | 4 | 6 | 2 | 11.0 | East | New Property | 2786.0 | NaN | NaN | 0 | 1 | 0 | 0 | 1 | 1 | 86 | 2 |
| 3 | flat | ansal housing highland park | sector 103 | 0.88 | 6429.0 | 1369.0 | Super Built up area 1361(126.44 sq.m.) | 2 | 2 | 3 | 3.0 | NaN | New Property | 1361.0 | NaN | NaN | 0 | 0 | 0 | 0 | 0 | 1 | 52 | 2 |
| 4 | flat | antriksh heights | sector 84 | 0.85 | 5556.0 | 1530.0 | Super Built up area 1350(125.42 sq.m.) | 2 | 2 | 3 | 10.0 | North-West | New Property | 1350.0 | NaN | NaN | 1 | 0 | 0 | 0 | 1 | 1 | 24 | 2 |
| 5 | flat | apartment | sector 92 | 0.75 | 4687.0 | 1600.0 | Carpet area: 1600 (148.64 sq.m.) | 3 | 4 | 3 | 2.0 | East | Moderately Old | NaN | NaN | 1600.0 | 1 | 0 | 0 | 0 | 0 | 1 | 113 | 2 |
| 6 | flat | ashiana anmol | sohna road | 0.88 | 11125.0 | 791.0 | Super Built up area 1275(118.45 sq.m.)Carpet area: 791 sq.ft. (73.49 sq.m.) | 2 | 2 | 2 | 13.0 | East | Relatively New | 1275.0 | NaN | 791.0 | 0 | 0 | 0 | 0 | 0 | 2 | 127 | 2 |
| 7 | flat | assotech blith | sector 99 | 0.92 | 6739.0 | 1365.0 | Super Built up area 1365(126.81 sq.m.) | 2 | 2 | 3+ | 22.0 | NaN | Under Construction | 1365.0 | NaN | NaN | 0 | 0 | 0 | 0 | 0 | 1 | 56 | 2 |
| 8 | flat | assotech blith | sector 99 | 1.90 | 6702.0 | 2835.0 | Built Up area: 2835 (263.38 sq.m.) | 4 | 4 | 3+ | 2.0 | North-East | Undefined | NaN | 2835.0 | NaN | 0 | 0 | 0 | 0 | 0 | 1 | 51 | 2 |
| 9 | flat | ats tourmaline | sector 109 | 2.30 | 8897.0 | 2585.0 | Super Built up area 2585(240.15 sq.m.) | 3 | 4 | 3+ | 10.0 | East | New Property | 2585.0 | NaN | NaN | 0 | 1 | 0 | 0 | 1 | 1 | 74 | 2 |